Min Gyu LEE Homepage

Ph.D Student,

Visual Intelligence Lab. (VILab) [Google Scholar] 

Department of Advanced Imaging, Chung-Ang University

305-801, 84, Heukseok-ro 5-gil, Dongjak-gu, Seoul, Republic of Korea

Email : mglee@vilab.cau.ac.kr, cinchon82@gmail.com

Experience

• • 2023- Now  Multi-modal AX Part in LGCNS

    1. • 1. • (Role)  Project Manger & Consulting & Business Development & Research

  • 2020-2023  Cloud Infrastructure engineer in LGCNS

  • 2017-2019  Renewal Energy Business Development in LGCNS

  • 2011-2016  Convergence Enginneer at SmartCity, Buildings in LGCNS 

    1. • 2021-2026  AI Imaging in Chung-Ang University (Doctor's Degree)

  • 2008-2010  Urban Engineering in Yonsei University (Master's Degree)

Research Interest

• • Industrial Anomaly Detection

  • Image Generation

Project

• • [25.05 ~ Now] Visual Inspection Task for L-manufacturer

    1. • [25.09 ~ 25.12] AI Task for the electric power trading business

       • [25.01 ~ 25.09] Image Generation & Editing Task at Financial institution

       • [24.07 ~ 25.08] Verification of H-vehicle manufacturer’s design generation method (2nd)

       • [25.01 ~ 25.02] Product Image Generation & Editing Task

  • [24.09 ~ 25.02] Consumer Site Image and Content Analysis Task

  • [24.09 ~ 24.12]  Fashion(eg.cloth) Image Generation Task

  • [24.06 ~ 24.08] Solving the problem of poor classification performance in manufacturing sites by supplementing datasets through image generation methods

  • [24.01 ~ 24.06] Verification of vehicle manufacturer’s design generation method (1st)

Awards & Patent

• • [Awards] Grand Prize on A.I idea competition, LGCNS, 2020 (KR)

  • [Patent] Method for generating deformed images for anomaly detection and computing device for performing the same, 2024 (KR, US)

  • [Patent] Architectural decorative material design work system and method, 2020 (KR)

Publications

International (1st-Author)

• • Text-guided Variational Image Generation Method for Industrial Anomaly Detection and Segmentation, Conference on Computer Vision and Pattern Recognition (Published CVPR, 2024). [Arxiv] [Github] 

  • Category-specific Augmentation Search Using Attentional Interpolation for Unsupervised Domain Adaptation, (Published ECAI, 2025),. [Link] [Github] 

    1. • Industrial Defect-Retrieval Augmented Generation for Robust and Precise Industrial Surface Defect Detection, (Published MVA, 2025). (SCIE journal, Q2).

       • Multimodal Variational Generator for Industrial Anomaly Detection: Text-Guided Non-Defective Data Synthesis, (Preparing TNNLS, 2026).

  • CAA Extension, (Preparing PR, 2026)

International (Co-Author)

• Proportion and Viewpoint Adjustment for Automotive Design. (Published IAAI, 2025). [Arxiv] [Github] 

• Encore: Music-Driven 3D Avatar Performance. (Submitted SIGGRAPH, 2026).

• RoomCurator: Structured Optimization for Intelligent 3D Layout Design. (Submitted CVPR, 2025).

• Enhancing Defect Classification in Anomaly Classification through High-Similarity Measures. (Submitted ICPR, 2026).

• Dynamic Augmentation Strategy Selection for Incremental Object Detection. (Submitted ICPR, 2026).

Domestic

• • 재구성 이미지를 추가한 이상 탐지 학습 실험, 2023 (대한전자공학회) 

  • An analysis of the level of importance by design element of urban waterfront eco parks,

        Urban design Institute, 2011, 430(9Page)

• • A Comparative Study on Preferences and Uses of the Welfare Facilities Annexed to the Apartment Housing Complex,

        Urban design Institute, 2009, 126(11Page)

• •  The Study of Satisfaction and Perception in Public Facility Remodeling , 

Korea Planning association 2008, 445(8Page)